6 search results - page 1 / 2 » Transfer in variable-reward hierarchical reinforcement learn... |
ML
2008
ACM
14 years 10 months ago
2008
ACM
102
Voted
INLG
2010
Springer
14 years 8 months ago
2010
Springer
We present a novel approach to natural language generation (NLG) that applies hierarchical reinforcement learning to text generation in the wayfinding domain. Our approach aims to...
NIPS
1997
15 years 6 days ago
1997
We present a new approach to reinforcement learning in which the policies considered by the learning process are constrained by hierarchies of partially specified machines. This ...
91
Voted
IJCAI
2007
15 years 9 days ago
2007
Learning capabilities of computer systems still lag far behind biological systems. One of the reasons can be seen in the inefficient re-use of control knowledge acquired over the...
106
Voted
GECCO
2008
Springer
14 years 12 months ago
2008
Springer
This paper merges hierarchical reinforcement learning (HRL) with ant colony optimization (ACO) to produce a HRL ACO algorithm capable of generating solutions for large domains. Th...